Pith Number

pith:PZAUPWHH

pith:2026:PZAUPWHHSCT3GTVTFLGKHZ75PX

not attested not anchored not stored refs pending

Preserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models

Ahmed H. A. Ibrahim, Julian Glei{\ss}ner, Nikolai R\"ohrich, Silvan Mertes, Tobias Huber

arxiv:2606.31603 v1 · 2026-06-30 · cs.CV · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PZAUPWHHSCT3GTVTFLGKHZ75PX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-01T01:18:08.867680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e4147d8e790a7b34eb32acca3e7fd7dea2b98f69f9d5553f181b31538af3c00

Aliases

arxiv: 2606.31603 · arxiv_version: 2606.31603v1 · doi: 10.48550/arxiv.2606.31603 · pith_short_12: PZAUPWHHSCT3 · pith_short_16: PZAUPWHHSCT3GTVT · pith_short_8: PZAUPWHH

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PZAUPWHHSCT3GTVTFLGKHZ75PX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7e4147d8e790a7b34eb32acca3e7fd7dea2b98f69f9d5553f181b31538af3c00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a7ec98f544014b73b1eaf3549f5f380b61c615475f7d0c12c92f3ec9e07a68c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-30T12:51:49Z",
    "title_canon_sha256": "23f8b5f595323735330217e1a32184e2b9fbf8ffc790ae69c0f3f0f99256e53d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31603",
    "kind": "arxiv",
    "version": 1
  }
}